Publications
2022
113.
Tsitsipas,
Athanasios;
Eisenhart,
Georg;
Seybold,
Daniel;
Wesner,
Stefan
Scalable Shapeoid Recognition on Multivariate Data Streams with Apache Beam
Computing Conference 2022 - accepted
London
July 2022
Scalable Shapeoid Recognition on Multivariate Data Streams with Apache Beam
Computing Conference 2022 - accepted
London
July 2022
112.
Leznik,
Mark;
Iqbal,
Md Shariar;
Trubin,
Igor;
Lochner,
Arne;
Jamshidi,
Pooyan;
Bauer,
André
Change Point Detection for MongoDB Time Series Performance Regression
CM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
Change Point Detection for MongoDB Time Series Performance Regression
CM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
111.
Leznik,
Mark;
Grohmann,
Johannes;
Kliche,
Nina;
Bauer,
André;
Seybold,
Daniel;
Eismann,
Simon;
Kounev,
Samuel;
Domaschka,
Jörg
Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity
ACM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity
ACM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
110.
Bauer,
André;
Leznik,
Mark;
Iqbal,
Md Shariar;
Seybold,
Daniel;
Trubin,
Igor;
Erb,
Benjamin;
Domaschka,
Jörg;
Jamshidi,
Pooyan
SPEC Research — Introducing the Predictive Data Analytics Working Group
ACM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
SPEC Research — Introducing the Predictive Data Analytics Working Group
ACM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
109.
Held,
Florian;
Schauz,
Philipp;
Domaschka,
Jörg
A Systematic Comparison of IoT Middleware
ESOCC 2022 - 9th European Conference on Service-Oriented and Cloud Computing
March 2022
A Systematic Comparison of IoT Middleware
ESOCC 2022 - 9th European Conference on Service-Oriented and Cloud Computing
March 2022
| DOI: | 10.1007/978-3-031-04718-3_5 |
108.
Tsitsipas,
Athanasios
Towards an Ensemble Approach for Sensor Data Sensemaking
11th International Conference on Pattern Recognition Applications and Methods
February 2022
Towards an Ensemble Approach for Sensor Data Sensemaking
11th International Conference on Pattern Recognition Applications and Methods
February 2022
| DOI: | 10.5220/0010898800003122 |
107.
Tsitsipas,
Athanasios;
Schubert,
Lutz
On Group Theory and Interpretable Time Series Primitives
17th International Conference on Advanced Data Mining and Applications (ADMA 2021)
Publisher: Springer
January 2022
On Group Theory and Interpretable Time Series Primitives
17th International Conference on Advanced Data Mining and Applications (ADMA 2021)
Publisher: Springer
January 2022
| DOI: | 10.1007/978-3-030-95408-6_20 |
2021
106.
Tsitsipas,
Athanasios;
Schiessle,
Pascal;
Schubert,
Lutz
Scotty: Fast a priori Structure-based Extraction from Time Series
2nd Discriminative Pattern Mining Workshop co-located with IEEE BigData 2021
December 2021
Scotty: Fast a priori Structure-based Extraction from Time Series
2nd Discriminative Pattern Mining Workshop co-located with IEEE BigData 2021
December 2021
| DOI: | 10.1109/BigData52589.2021.9671513 |
105.
Tsitsipas,
Athanasios;
Schubert,
Lutz
Modelling and Reasoning for Indirect Sensing over Discrete-time via Markov Logic Networks
Proceedings of Thirteenth International Workshop Modelling and Reasoning in Context co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)from {CEUR} Workshop Proceedings, Page 9--18
Publisher: CEUR-WS.org, 2995
August 2021
Modelling and Reasoning for Indirect Sensing over Discrete-time via Markov Logic Networks
Proceedings of Thirteenth International Workshop Modelling and Reasoning in Context co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)from {CEUR} Workshop Proceedings, Page 9--18
Publisher: CEUR-WS.org, 2995
August 2021
| File: |  http://ceur-ws.org/Vol-2995/paper2.pdf |
104.
Tsitsipas,
Athanasios;
Schubert,
Lutz
Towards Commonsense Reasoning in AAL Environments
Proceedings of 23rd International Conference on Human-Computer Interaction (HCII 2021) - Posters
July 2021
Publisher: Springer
Towards Commonsense Reasoning in AAL Environments
Proceedings of 23rd International Conference on Human-Computer Interaction (HCII 2021) - Posters
July 2021
Publisher: Springer
| DOI: | 10.1007/978-3-030-78642-7_76 |
103.
Domaschka,
Jörg;
Eismann,
Simon;
Leznik,
Mark;
Grohmann,
Johannes;
Kounev,
Samuel;
Seybold,
Daniel
Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads
Proceedings of the 2021 ACM/SPEC International Conference on Performance EngineeringfromICPE '21
Publisher: Association for Computing Machinery, New York, NY, USA
2021
Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads
Proceedings of the 2021 ACM/SPEC International Conference on Performance EngineeringfromICPE '21
Publisher: Association for Computing Machinery, New York, NY, USA
2021
102.
Leznik,
Mark;
Michalsky,
Patrick;
Schanzel,
Benjamin;
Willis,
Peter;
Ostberg,
Per-Olov;
Domaschka,
Jörg
Multivariate Time Series Synthesis Using Generative Adversarial Networks
Proceedings of the ACM/SPEC International Conference on Performance Engineering
2021
Multivariate Time Series Synthesis Using Generative Adversarial Networks
Proceedings of the ACM/SPEC International Conference on Performance Engineering
2021
2020
101.
Domaschka,
Jörg;
Volpert,
Simon;
Seybold,
Daniel
Hathi: An MCDM-based Approach to Capacity Planning for Cloud-hosted DBMS
International Conference on Utility and Cloud Computing (UCC),
Publisher: IEE/ACM
13 Edition
December 2020
Hathi: An MCDM-based Approach to Capacity Planning for Cloud-hosted DBMS
International Conference on Utility and Cloud Computing (UCC),
Publisher: IEE/ACM
13 Edition
December 2020
100.
Grohmann,
Johannes;
Seybold,
Daniel;
Eismann,
Simon;
Leznik,
Mark;
Kounev,
Samuel;
Domaschka,
Jörg
Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS
International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS),
Publisher: IEEE
28 Edition
November 2020
Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS
International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS),
Publisher: IEEE
28 Edition
November 2020
99.
Seybold,
Daniel;
Volpert,
Simon;
Domaschka,
Jörg
Mowgli
SPEC Research Group
November 2020
Mowgli
SPEC Research Group
November 2020
98.
Seybold,
Daniel;
Wesner,
Stefan;
Domaschka,
Jörg
King Louie: Reproducible Availability Benchmarking of Cloud-hosted DBMS
The 35th ACM/SIGAPP Symposium on Applied Computing,
Publisher: ACM
35 Edition
2020
King Louie: Reproducible Availability Benchmarking of Cloud-hosted DBMS
The 35th ACM/SIGAPP Symposium on Applied Computing,
Publisher: ACM
35 Edition
2020
| DOI: | 10.1145/3341105.3373968 |
| ISBN: | 978-1-4503-6866-7/20/03 |
2019
97.
Seybold,
Daniel;
Volpert,
Simon;
Wesner,
Stefan;
Bauer,
André;
Herbst,
Nikolas;
Domaschka,
Jörg
Kaa: Evaluating Elasticity of Cloud-hosted DBMS
International Conference on Cloud Computing Technology and Science,
11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Sydney
Publisher: IEEE
11 Edition
December 2019
Kaa: Evaluating Elasticity of Cloud-hosted DBMS
International Conference on Cloud Computing Technology and Science,
11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Sydney
Publisher: IEEE
11 Edition
December 2019
96.
Domaschka,
Jörg;
Seybold,
Daniel
Towards Understanding the Performance of Distributed Database Management Systems in Volatile Environments
Symposium on Software Performance,
Würzburg
Publisher: GI
10 Edition
November 2019
Towards Understanding the Performance of Distributed Database Management Systems in Volatile Environments
Symposium on Software Performance,
Würzburg
Publisher: GI
10 Edition
November 2019
95.
Leznik,
Mark;
Garcia Leiva,
Rafael;
Le Duc,
Thang;
Svorobej,
Sergej;
Närvä,
Linus;
Noya Mariño,
Manuel;
Willis,
Peter;
Giannoutakis,
Konstantinos M.;
Loomba,
Radhika;
Humanes,
Héctor;
López,
Miguel Ángel;
Östberg,
P-O;
Casari,
Paolo;
Domaschka,
Jörg
RECAP Artificial Data Traces
October 2019
RECAP Artificial Data Traces
October 2019
| DOI: | 10.5281/zenodo.3458559 |
94.
Seybold,
Daniel;
Keppler,
Moritz;
Gründler,
Daniel;
Domaschka,
Jörg
Mowgli: Finding Your Way in the DBMS Jungle
International Conference on Performance Engineering (ICPE)
April 2019
Publisher: ACM
Mowgli: Finding Your Way in the DBMS Jungle
International Conference on Performance Engineering (ICPE)
April 2019
Publisher: ACM
| DOI: | 10.1145/3297663.3310303 |
93.
[english]
Schanzel,
Benjamin;
Leznik,
Mark;
Volpert,
Simon;
Domaschka,
Jörg;
Wesner,
Stefan
Unified Container Environments for Scientific Cluster Scenarios
Proceedings of the 5th bwHPC Symposium,
bwHPC Symposium
Tübingen
September 2018
In Janczyk, Michael; Suchodoletz, Dirk von; Wiebelt, Bernd;, Editor
April 2019
Unified Container Environments for Scientific Cluster Scenarios
Proceedings of the 5th bwHPC Symposium,
bwHPC Symposium
Tübingen
September 2018
In Janczyk, Michael; Suchodoletz, Dirk von; Wiebelt, Bernd;, Editor
April 2019
92.
Mazumdar,
Somnath;
Seybold,
Daniel;
Kritikos,
Kyriakos;
Verginadis,
Yiannis
A Survey on Data Storage and PlacementMethodologies for Cloud-Big Data Ecosystem
Journal of Big Data
February 2019
Publisher: Springer
A Survey on Data Storage and PlacementMethodologies for Cloud-Big Data Ecosystem
Journal of Big Data
February 2019
Publisher: Springer
| DOI: | 10.1186/s40537-019-0178-3 |
91.
Sarker,
Mitalee;
Wesner,
Stefan
Statistical Model Based Cloud Resource Management
Economics of Grids, Clouds, Systems, and Services. GECON 2018, Page 107-115
February 2019
Statistical Model Based Cloud Resource Management
Economics of Grids, Clouds, Systems, and Services. GECON 2018, Page 107-115
February 2019
| DOI: | https://doi.org/10.1007/978-3-030-13342-9_9 |
| ISBN: | 978-3-030-13341-2 |
90.
Tokmakov,
Kamil;
Sarker,
Mitalee;
Wesner,
Stefan;
Domaschka,
Jörg
A Case for Data Centre Traffic Management on Software Programmable Ethernet Switches
2019
A Case for Data Centre Traffic Management on Software Programmable Ethernet Switches
2019
89.
Kritikos,
Kyriakos;
Zeginis,
Chrysostomos;
Iranzo,
Joaquin;
Gonzalez,
Roman Sosa;
Seybold,
Daniel;
Griesinger,
Frank;
Domaschka,
Jörg
Multi-Cloud Provisioning of Business Processes
Journal of Cloud Computing
2019
Publisher: Springer
Multi-Cloud Provisioning of Business Processes
Journal of Cloud Computing
2019
Publisher: Springer